From 5a66b65728360ea70c13389807b4f8f57883932f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jos=C3=A9=20Valim?= Date: Wed, 29 Oct 2025 06:31:43 +0100 Subject: [PATCH] Rely more on ADBC when possible (#3085) --- lib/livebook/notebook/learn.ex | 7 - .../notebook/learn/intro_to_explorer.livemd | 131 ------------------ .../notebook/learn/kino/intro_to_kino.livemd | 6 +- lib/livebook/runtime/definitions.ex | 49 +++---- static/images/explorer.png | Bin 74636 -> 0 bytes 5 files changed, 22 insertions(+), 171 deletions(-) delete mode 100644 lib/livebook/notebook/learn/intro_to_explorer.livemd delete mode 100644 static/images/explorer.png diff --git a/lib/livebook/notebook/learn.ex b/lib/livebook/notebook/learn.ex index 26b1d76af..e95c75ecc 100644 --- a/lib/livebook/notebook/learn.ex +++ b/lib/livebook/notebook/learn.ex @@ -62,13 +62,6 @@ defmodule Livebook.Notebook.Learn do cover_filename: "learn-deploy.svg" } }, - %{ - path: Path.join(__DIR__, "learn/intro_to_explorer.livemd"), - details: %{ - description: "Intuitive data visualizations and data pipelines on the fly.", - cover_filename: "explorer.png" - } - }, %{ path: Path.join(__DIR__, "learn/intro_to_vega_lite.livemd"), details: %{ diff --git a/lib/livebook/notebook/learn/intro_to_explorer.livemd b/lib/livebook/notebook/learn/intro_to_explorer.livemd deleted file mode 100644 index d5e954548..000000000 --- a/lib/livebook/notebook/learn/intro_to_explorer.livemd +++ /dev/null @@ -1,131 +0,0 @@ -# Data transform with Explorer - -```elixir -Mix.install([ - {:kino_explorer, "~> 0.1.20"} -]) -``` - -## Introduction - -To explore and transform data in Livebook we use two libraries: - -* The [`explorer`](https://hexdocs.pm/explorer/) - package brings series (one-dimensional) and dataframes (two-dimensional) - for fast data exploration to Elixir. - -* The [`kino_explorer`](https://hexdocs.pm/kino_explorer/) - package automatically renders an `Explorer.DataFrame` or `Explorer.Series` - as a data table. - -We will make extensive use of `Explorer.DataFrame`'s functions, so it's handy -to alias the module to something shorter. We will also -[`require`](https://hexdocs.pm/elixir/Kernel.SpecialForms.html#require/2) -the `Explorer.DataFrame` module to use its -[querying facilities](https://hexdocs.pm/explorer/Explorer.Query.html#content): - -```elixir -alias Explorer.DataFrame, as: DF -require Explorer.DataFrame -``` - -All set, let's go. - -## Quick introduction to Explorer and data tables - -In short, Explorer is the DataFrame library for Elixir. It brings the -essential data analysis, exploration, and transformation tools to the -Elixir ecosystem, while the integration provided by KinoExplorer makes -it effortless to visualize and interact with data through data tables. - -Data tables offers a variety of features to make viewing data more -convenient. You can easily select cells, columns or even the entire table, -switch between paging and infinite scrolling, sort the columns or search -for specific data. [Keyboard shortcuts](#shortcuts), including copy -selection, are also available. Let's render a DataFrame to see an example: - -```elixir -Explorer.Datasets.fossil_fuels() -|> DF.filter(contains(country, "A") and year < 2013) -|> DF.select(["year", "country", "total"]) -``` - - - -## The Data transform smart cell - -Data tables let us quickly view the raw data, without modifying it, -while the Data transform cell allows us to transform it, creating insightful -and flexible data pipelines and seeing the results on the fly. - -Before we explore its features, we need some data to work with. - -```elixir -teams = - DF.new( - weekday: [ - "Monday", - "Tuesday", - "Wednesday", - "Thursday", - "Friday", - "Monday", - "Tuesday", - "Wednesday", - "Thursday", - "Friday" - ], - team: ["A", "B", "C", "A", "B", "C", "A", "B", "C", "A"], - hour: [10, 9, 10, 10, 11, 15, nil, 16, 14, 16] - ) -``` - - - -```elixir -weekdays = - teams - |> DF.mutate(hour: fill_missing(hour, :forward)) - |> DF.filter(hour > 10 and team != "B") - |> DF.arrange(asc: weekday) - |> DF.pivot_wider("team", "hour") -``` - -Let's break down what happened in the previous Data transform cell. - -Currently, the Data transform cell supports several operations, such as `sorting`, -`filter`, `pivot_wider`, and more. Each operation has its own colored card and -you can move the cards to reorder the operations and see the changes in real time. - -Except for `pivot_wider`, you can have multiple operations of any type. If two -similar operations are in a row, they are grouped, and a single query command is -generated for them in the code. However, you still have individual control over each. - -You can also use the toggle button to enable/disable the operations. This is -particularly useful for seeing the implications of each step in your pipeline -without having to rewrite it. - -The initial state is purely a suggestion. You can easily add and remove operations -to get the pipeline that meets your needs. - -Finally, the `assign to` field allows you to save the resulting DataFrame in a -variable for later use in the notebook or in conjunction with other Smart Cells. -For example, to plot a chart using the Chart cell. - -## Shortcuts - -| Key Combo | Description | -| ------------------------------------------------------------------------------------------------ | ------------------------------------------------------------------- | -| | Moves the currently selected cell and clears other selections | -| shift + | Extends the current selection range in the direction pressed | -| alt + | Moves the currently selected cell and retains the current selection | -| ctrl + | Moves the selection as far as possible in the direction pressed | -| ctrl + shift + | Extends the selection as far as possible in the direction pressed | -| shift + home end | Extends the selection as far as possible in the direction pressed | -| ctrl + A | Selects all cells | -| shift + | Selects the current row | -| ctrl + | Selects the current col | -| esc | Clear the current selection | -| ctrl + C | Copies the current selection | -| ctrl + home end | Moves the selection to the first/last cell in the data table | -| ctrl + shift + home end | Extends the selection to the first/last cell in the data table | diff --git a/lib/livebook/notebook/learn/kino/intro_to_kino.livemd b/lib/livebook/notebook/learn/kino/intro_to_kino.livemd index cdc9a866d..9a49bf013 100644 --- a/lib/livebook/notebook/learn/kino/intro_to_kino.livemd +++ b/lib/livebook/notebook/learn/kino/intro_to_kino.livemd @@ -10,10 +10,8 @@ Mix.install([ Throughout the Learning section, we have used Kino several times. Sometimes we use built-in Kinos, such as using `Kino.Control` and -`Kino.Frame` to [deploy applications](/learn/notebooks/deploy-apps), -other times we used custom Kinos tailored for -[data exploration](/learn/notebooks/intro-to-explorer) or -[plotting](/learn/notebooks/intro-to-vega-lite). +`Kino.Frame` to [deploy applications](/learn/notebooks/deploy-apps) +or for [plotting](/learn/notebooks/intro-to-vega-lite). In this notebook, we will explore several of the built-in Kinos. `kino` is already listed as a dependency, so let's get started. diff --git a/lib/livebook/runtime/definitions.ex b/lib/livebook/runtime/definitions.ex index 084092a25..5d5055a0b 100644 --- a/lib/livebook/runtime/definitions.ex +++ b/lib/livebook/runtime/definitions.ex @@ -17,7 +17,7 @@ defmodule Livebook.Runtime.Definitions do kino_db = %{ name: "kino_db", - dependency: %{dep: {:kino_db, "~> 0.3.0"}, config: []} + dependency: %{dep: {:kino_db, "~> 0.4.0"}, config: []} } exqlite = %{ @@ -50,11 +50,6 @@ defmodule Livebook.Runtime.Definitions do dependency: %{dep: {:torchx, ">= 0.0.0"}, config: [nx: [default_backend: Torchx.Backend]]} } - kino_explorer = %{ - name: "kino_explorer", - dependency: %{dep: {:kino_explorer, "~> 0.1.20"}, config: []} - } - kino_flame = %{ name: "kino_flame", dependency: %{dep: {:kino_flame, "~> 0.1.5"}, config: []} @@ -85,6 +80,11 @@ defmodule Livebook.Runtime.Definitions do dependency: %{dep: {:yaml_elixir, "~> 2.0"}, config: []} } + adbc = %{ + name: "adbc", + dependency: %{dep: {:adbc, "~> 0.8"}, config: []} + } + windows? = match?({:win32, _}, :os.type()) nx_backend_package = if(windows?, do: torchx, else: exla) @@ -119,7 +119,6 @@ defmodule Livebook.Runtime.Definitions do name: "DuckDB", packages: [ kino_db, - kino_explorer, %{ name: "adbc", dependency: %{dep: {:adbc, ">= 0.0.0"}, config: [adbc: [drivers: [:duckdb]]]} @@ -130,7 +129,6 @@ defmodule Livebook.Runtime.Definitions do name: "Google BigQuery", packages: [ kino_db, - kino_explorer, %{ name: "adbc", dependency: %{dep: {:adbc, ">= 0.0.0"}, config: [adbc: [drivers: [:bigquery]]]} @@ -155,7 +153,6 @@ defmodule Livebook.Runtime.Definitions do name: "Snowflake", packages: [ kino_db, - kino_explorer, %{ name: "adbc", dependency: %{dep: {:adbc, ">= 0.0.0"}, config: [adbc: [drivers: [:snowflake]]]} @@ -225,16 +222,6 @@ defmodule Livebook.Runtime.Definitions do } ] }, - %{ - kind: "Elixir.KinoExplorer.DataTransformCell", - name: "Data transform", - requirement_presets: [ - %{ - name: "Default", - packages: [kino_explorer] - } - ] - }, %{ kind: "Elixir.Kino.RemoteExecutionCell", name: "Remote execution", @@ -318,24 +305,28 @@ defmodule Livebook.Runtime.Definitions do %{ type: :file_action, file_types: ["text/csv"], - description: "Create a dataframe", + description: "Load into DuckDB", source: """ - df = - Kino.FS.file_path("{{NAME}}") - |> Explorer.DataFrame.from_csv!()\ + Adbc.download_driver!(:duckdb) + db = Kino.start_child!({Adbc.Database, driver: :duckdb}) + conn = Kino.start_child!({Adbc.Connection, database: db}) + path = Kino.FS.file_path("{{NAME}}") + Adbc.Connection.query!(conn, "SELECT * FROM read_csv($1)", [path]) """, - packages: [kino, kino_explorer] + packages: [kino, kino_db, adbc] }, %{ type: :file_action, file_types: [".parquet"], - description: "Create a dataframe", + description: "Load into DuckDB", source: """ - df = - Kino.FS.file_spec("{{NAME}}") - |> Explorer.DataFrame.from_parquet!(lazy: true)\ + Adbc.download_driver!(:duckdb) + db = Kino.start_child!({Adbc.Database, driver: :duckdb}) + conn = Kino.start_child!({Adbc.Connection, database: db}) + path = Kino.FS.file_path("{{NAME}}") + Adbc.Connection.query!(conn, "SELECT * FROM read_parquet($1)", [path]) """, - packages: [kino, kino_explorer] + packages: [kino, kino_db, adbc] }, %{ type: :file_action, diff --git a/static/images/explorer.png b/static/images/explorer.png deleted file mode 100644 index 7fced8d38553a2f7d481724536a8f1d5b88c0205..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 74636 zcmeFZ^;=ZY+b;~`2m=TV4T3OqNO#B3-5mnb(%m5q(%mI3-6cqel!$;J(jg$-^=|w= z&w0){*ZT*&KfF3#%-Za=_F8v-?$}1EC`qHEzC=YpKtPw3kx)ZG0P7(jfW#n3z!mq$ z>0{srqKld|9HDxGWEU9No9oD0C@LZ_0N)`9&k(T@o;}?H{6#=yLjVEav4DT<;noP? zf7cNZB!Hg?VrCAe<}g`16H9Y7a}zT!;L@{v#Q&L_5Bl%>!Fu`6{`)&f>}hW4g}OPg z`k1wbj;oHM0{>eFJ7$xo^_V^F9G`AL5cK2+zS^0)n!r5mZ0%k6J%uR#-N6rhf4a;< z0sD80>pLL|9YqzGxP!AfjGLL2nUz8q6$XO|I-6PWt4T=x*K}YcL}BIX>d4Q+;^E=J z?7_k8;B3jl#>dCU!phFV&dvnf!Q|p)?`q=7WbZ=xpGE$A9SL)nx6am%uGS9ru%~rR zOdZ@@g(xVV9`wKd{AZu8))xQsBzu?tIu>w1mZ#sauraf;{J%{D4*S3M_kYatG;#dT zq<^RS&%*?tmf}}-wl)X0`?M)xHoXLEwU>ipu)<|eKV&KeF5w!;56?*v)? z?>qi$vLMUTasRjD|A)5!t^&jrMg?a6H=~46Rkgjb5fDTXWF^EjJQ4T1yd0_K{I;*z z_xcSLT^q6#qZu=8>k;7Gld!H91d17uoUF%S_B-$G$;K&94vR%AQw&L9g3x|~ zf(T9WWFFlJRcuo{3WdPvzyeVOuqccI3~Q7yD=?<{9}@N_Ab6F1We7`W3-uz4B-;0b zugNvOT=<1+jH`Yft1{r6+N_NxA8IuY`tkms?0HH8yV0ha#{8c(0t1;4F>Y1e*os~w zgYK8joQbmje}x7%P-B7 zd8lRe8^3#o80nRA^~tS#n)}Y;mZb0ESJo-f9%<0^l0kKKv@X6DZo$`S6)&>zq^>

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